Episode 39: Last Stat Before Christmas

In this episode, I pondered the problem of false positives in publications, rotated around the JuliaHub, machinated over machine learning projects, and put R package ‘drawCell’ to the test. References: Are most published research findings false in a continuous universe? Principal component analysis A no-free-lunch theorem for multitask learning JuliaHub Signal-to-noise ratio and statistical tests Large Enough Sample Condition Top 11 Interesting Machine Learning Project Ideas For 2023 Code longevity of the R programming language {drawCell} – R package and Shiny app for drawing cell structures R-packages: colorRamp2: Generate Color Mapping Functions rworkflows: Test, Document, Containerise, and Deploy R Packages MetChem: Chemical Structural Similarity Analysis panelsummary: Create Publication-Ready Regression Tables with Panels arf: Adversarial Random Forests